Author: Andy Crowe
Publisher: Test Prep
ISBN: 9780990907497
Category : Business & Economics
Languages : en
Pages : 0
Book Description
This is the first book written specifically for the new PMI-ACP exam. It is a single, compact reference that will help the reader prepare for and pass the certification exam. Contents include: Understanding Agile, The PMI-ACP Exam, The Agile Manifesto, Project Justification, Teams & Team Space, Agile Planning, Working with Agile, Coaching with Agile, Agile Methodologies, How to Pass the PMI-ACP Exam, Glossary of Terms, 2 Simulated Exams with Answers.
The PMI-ACP Exam
Author: Andy Crowe
Publisher: Test Prep
ISBN: 9780990907497
Category : Business & Economics
Languages : en
Pages : 0
Book Description
This is the first book written specifically for the new PMI-ACP exam. It is a single, compact reference that will help the reader prepare for and pass the certification exam. Contents include: Understanding Agile, The PMI-ACP Exam, The Agile Manifesto, Project Justification, Teams & Team Space, Agile Planning, Working with Agile, Coaching with Agile, Agile Methodologies, How to Pass the PMI-ACP Exam, Glossary of Terms, 2 Simulated Exams with Answers.
Publisher: Test Prep
ISBN: 9780990907497
Category : Business & Economics
Languages : en
Pages : 0
Book Description
This is the first book written specifically for the new PMI-ACP exam. It is a single, compact reference that will help the reader prepare for and pass the certification exam. Contents include: Understanding Agile, The PMI-ACP Exam, The Agile Manifesto, Project Justification, Teams & Team Space, Agile Planning, Working with Agile, Coaching with Agile, Agile Methodologies, How to Pass the PMI-ACP Exam, Glossary of Terms, 2 Simulated Exams with Answers.
The Strategic Project Office
Author: J. Kent Crawford
Publisher: CRC Press
ISBN: 9781420028942
Category : Business & Economics
Languages : en
Pages : 396
Book Description
Describing the initiation, design, execution, and control of a strategic project office, this book provides step-by-step instructions for establishing a PMO. The author emphasizes cost management, cultural change, risk assessment, resource allocation, and skills tracking to increase project value, organizational efficiency, and productivity. He explores various aspects relating to planning and implementing the strategic project office, and concludes by considering how to change the organizational culture to match the new organization. Concise and easy, the book covers the many pitfalls and minefields and provide strategies to avoid them.
Publisher: CRC Press
ISBN: 9781420028942
Category : Business & Economics
Languages : en
Pages : 396
Book Description
Describing the initiation, design, execution, and control of a strategic project office, this book provides step-by-step instructions for establishing a PMO. The author emphasizes cost management, cultural change, risk assessment, resource allocation, and skills tracking to increase project value, organizational efficiency, and productivity. He explores various aspects relating to planning and implementing the strategic project office, and concludes by considering how to change the organizational culture to match the new organization. Concise and easy, the book covers the many pitfalls and minefields and provide strategies to avoid them.
The Unofficial Guide to Landing a Job
Author: Michelle Tullier
Publisher: John Wiley & Sons
ISBN: 0764589644
Category : Business & Economics
Languages : en
Pages : 506
Book Description
The inside scoop . . .for when you want more than the official line Today's job market is more competitive than ever. How can you distinguish yourself from the competition and get the job you really want? The Unofficial Guide? to Landing a Job walks both new and veteran job hunters through every aspect of landing a great position, from understanding how hiring decisions are made to evaluating and negotiating offers--and everything in between. Whether you're new to the job market, changing careers, or seeking a new position after a layoff or termination, this all-inclusive guide covers all the bases--from defining your niche and writing your resume to developing top-notch communication skills, researching potential employers, and even bouncing back from rejection. Packed with up-to-date information and tips and tricks you won't find anywhere else, it delivers all the know-how you need to make yourself the top candidate, knock 'em dead in the interview--and get hired! * Vital Information on hiring decisions that other sources don't reveal. * Insider Secrets on what employers are looking for, avoiding the biggest resume mistakes, and negotiating the best offer. * Time-Saving Tips on getting organized, developing a job-search strategy, and preparing powerful self-marketing tools. * The Latest Trends in finding a job, from the advertised and hidden marketplaces to networking, recruiters, and using the Internet. * Handy Checklists and Charts to help you prepare for an interview, clinch the deal, and manage your career.
Publisher: John Wiley & Sons
ISBN: 0764589644
Category : Business & Economics
Languages : en
Pages : 506
Book Description
The inside scoop . . .for when you want more than the official line Today's job market is more competitive than ever. How can you distinguish yourself from the competition and get the job you really want? The Unofficial Guide? to Landing a Job walks both new and veteran job hunters through every aspect of landing a great position, from understanding how hiring decisions are made to evaluating and negotiating offers--and everything in between. Whether you're new to the job market, changing careers, or seeking a new position after a layoff or termination, this all-inclusive guide covers all the bases--from defining your niche and writing your resume to developing top-notch communication skills, researching potential employers, and even bouncing back from rejection. Packed with up-to-date information and tips and tricks you won't find anywhere else, it delivers all the know-how you need to make yourself the top candidate, knock 'em dead in the interview--and get hired! * Vital Information on hiring decisions that other sources don't reveal. * Insider Secrets on what employers are looking for, avoiding the biggest resume mistakes, and negotiating the best offer. * Time-Saving Tips on getting organized, developing a job-search strategy, and preparing powerful self-marketing tools. * The Latest Trends in finding a job, from the advertised and hidden marketplaces to networking, recruiters, and using the Internet. * Handy Checklists and Charts to help you prepare for an interview, clinch the deal, and manage your career.
CCNA 200-301 Official Cert Guide, Volume 2
Author: Wendell Odom
Publisher: Cisco Press
ISBN: 0135262739
Category : Computers
Languages : en
Pages : 1204
Book Description
Trust the best-selling Official Cert Guide series from Cisco Press to help you learn, prepare, and practice for exam success. They are built with the objective of providing assessment, review, and practice to help ensure you are fully prepared for your certification exam. This book, combined with CCNA 200-301 Official Cert Guide, Volume 1, covers all the exam topics on the CCNA 200-301 exam. Master Cisco CCNA 200-301 exam topics Assess your knowledge with chapter-opening quizzes Review key concepts with exam preparation tasks This is the eBook edition of CCNA 200-301 Official Cert Guide, Volume 2. This eBook does not include access to the Pearson Test Prep practice exams that comes with the print edition. CCNA 200-301 Official Cert Guide, Volume 2 presents you with an organized test preparation routine through the use of proven series elements and techniques. “Do I Know This Already?” quizzes open each chapter and enable you to decide how much time you need to spend on each section. Exam topic lists make referencing easy. Chapter-ending Exam Preparation Tasks help you drill on key concepts you must know thoroughly. CCNA 200-301 Official Cert Guide, Volume 2 from Cisco Press enables you to succeed on the exam the first time and is the only self-study resource approved by Cisco. Best-selling author Wendell Odom shares preparation hints and test-taking tips, helping you identify areas of weakness and improve both your conceptual knowledge and hands-on skills. This complete study package includes A test-preparation routine proven to help you pass the exams Do I Know This Already? quizzes, which enable you to decide how much time you need to spend on each section Chapter-ending Key Topic tables, which help you drill on key concepts you must know thoroughly A free copy of the CCNA 200-301 Network Simulator, Volume 2 Lite software, complete with meaningful lab exercises that help you hone your hands-on skills with the command-line interface for routers and switches Links to a series of hands-on config labs developed by the author Online interactive practice exercises that help you enhance your knowledge More than 50 minutes of video mentoring from the author An online interactive Flash Cards application to help you drill on Key Terms by chapter A final preparation chapter, which guides you through tools and resources to help you craft your review and test-taking strategies Study plan suggestions and templates to help you organize and optimize your study time Well regarded for its level of detail, study plans, assessment features, hands-on labs, and challenging review questions and exercises, this official study guide helps you master the concepts and techniques that ensure your exam success. CCNA 200-301 Official Cert Guide, Volume 2, combined with CCNA 200-301 Official Cert Guide, Volume 1, walk you through all the exam topics found in the Cisco 200-301 exam. Topics covered in Volume 2 include IP access control lists Security services IP services Network architecture Network automation Companion Website: The companion website contains CCNA Network Simulator Lite software, practice exercises, 50 minutes of video training, and other study resources. See the Where Are the Companion Files on the last page of your eBook file for instructions on how to access. In addition to the wealth of content, this new edition includes a series of free hands-on exercises to help you master several real-world configuration activities. These exercises can be performed on the CCNA 200-301 Network Simulator Lite, Volume 2 software included for free on the companion website that accompanies this book.
Publisher: Cisco Press
ISBN: 0135262739
Category : Computers
Languages : en
Pages : 1204
Book Description
Trust the best-selling Official Cert Guide series from Cisco Press to help you learn, prepare, and practice for exam success. They are built with the objective of providing assessment, review, and practice to help ensure you are fully prepared for your certification exam. This book, combined with CCNA 200-301 Official Cert Guide, Volume 1, covers all the exam topics on the CCNA 200-301 exam. Master Cisco CCNA 200-301 exam topics Assess your knowledge with chapter-opening quizzes Review key concepts with exam preparation tasks This is the eBook edition of CCNA 200-301 Official Cert Guide, Volume 2. This eBook does not include access to the Pearson Test Prep practice exams that comes with the print edition. CCNA 200-301 Official Cert Guide, Volume 2 presents you with an organized test preparation routine through the use of proven series elements and techniques. “Do I Know This Already?” quizzes open each chapter and enable you to decide how much time you need to spend on each section. Exam topic lists make referencing easy. Chapter-ending Exam Preparation Tasks help you drill on key concepts you must know thoroughly. CCNA 200-301 Official Cert Guide, Volume 2 from Cisco Press enables you to succeed on the exam the first time and is the only self-study resource approved by Cisco. Best-selling author Wendell Odom shares preparation hints and test-taking tips, helping you identify areas of weakness and improve both your conceptual knowledge and hands-on skills. This complete study package includes A test-preparation routine proven to help you pass the exams Do I Know This Already? quizzes, which enable you to decide how much time you need to spend on each section Chapter-ending Key Topic tables, which help you drill on key concepts you must know thoroughly A free copy of the CCNA 200-301 Network Simulator, Volume 2 Lite software, complete with meaningful lab exercises that help you hone your hands-on skills with the command-line interface for routers and switches Links to a series of hands-on config labs developed by the author Online interactive practice exercises that help you enhance your knowledge More than 50 minutes of video mentoring from the author An online interactive Flash Cards application to help you drill on Key Terms by chapter A final preparation chapter, which guides you through tools and resources to help you craft your review and test-taking strategies Study plan suggestions and templates to help you organize and optimize your study time Well regarded for its level of detail, study plans, assessment features, hands-on labs, and challenging review questions and exercises, this official study guide helps you master the concepts and techniques that ensure your exam success. CCNA 200-301 Official Cert Guide, Volume 2, combined with CCNA 200-301 Official Cert Guide, Volume 1, walk you through all the exam topics found in the Cisco 200-301 exam. Topics covered in Volume 2 include IP access control lists Security services IP services Network architecture Network automation Companion Website: The companion website contains CCNA Network Simulator Lite software, practice exercises, 50 minutes of video training, and other study resources. See the Where Are the Companion Files on the last page of your eBook file for instructions on how to access. In addition to the wealth of content, this new edition includes a series of free hands-on exercises to help you master several real-world configuration activities. These exercises can be performed on the CCNA 200-301 Network Simulator Lite, Volume 2 software included for free on the companion website that accompanies this book.
Project Manager Competency Development Framework
Author: Project Management Institute
Publisher: Project Management Institute
ISBN: 9781628250916
Category : Business & Economics
Languages : en
Pages : 0
Book Description
Providing general context for the definition, assessment and development of project manager competency, this book outlines the key dimensions and identifies those competencies that are most likely to impact project manager performance. --
Publisher: Project Management Institute
ISBN: 9781628250916
Category : Business & Economics
Languages : en
Pages : 0
Book Description
Providing general context for the definition, assessment and development of project manager competency, this book outlines the key dimensions and identifies those competencies that are most likely to impact project manager performance. --
Be a Pmp Ace in 30 Days
Author: Roji Abraham
Publisher: Createspace Independent Publishing Platform
ISBN: 9781519771896
Category :
Languages : en
Pages : 114
Book Description
Do you want to earn the #1 Certification for Project Management globally? Are you in possession of numerous resources yet clueless on how you could organise yourself to be fully prepared to take on the PMP exam? Does the thought of attempting the PMP exam scare you? Roji Abraham, a successful project manager in a $4 Billion firm, a certified PMP, and an MBA graduate from one of Europe's best business schools, writes in his unique style about his 30 day journey to PMP certification and gives step-by-step guidance on how you could effectively utilise your time while preparing for the exam. 'Be a PMP ace in 30 days' isn't a full-fledged guide with a truckload of information on each section but rather, a companion book, that shows you, how in 30 days, you could use your resources effectively, and be ready for the PMP exam and succeed. That too, without having to take even a day off from work! Here's what you get from this book that will oversee your personal journey to PMP certification: 1. Guidance on the necessary tools and resources you need while preparing for the PMP exam and how to use them effectively. 2. Website links to a downloadable weekly calendar with suggested daily and hourly schedules for covering each topic and reviewing them effectively over 30 days 3. Website link to a print-friendly downloadable process chart 4. Key notes for each day that highlights the most important topics for that day. 5. Information on some great free/budget online resources 6. Useful tips for the exam day. 7. Five interviews with successful PMP candidates, from around the globe, with their suggestions on how to conquer the PMP exam.
Publisher: Createspace Independent Publishing Platform
ISBN: 9781519771896
Category :
Languages : en
Pages : 114
Book Description
Do you want to earn the #1 Certification for Project Management globally? Are you in possession of numerous resources yet clueless on how you could organise yourself to be fully prepared to take on the PMP exam? Does the thought of attempting the PMP exam scare you? Roji Abraham, a successful project manager in a $4 Billion firm, a certified PMP, and an MBA graduate from one of Europe's best business schools, writes in his unique style about his 30 day journey to PMP certification and gives step-by-step guidance on how you could effectively utilise your time while preparing for the exam. 'Be a PMP ace in 30 days' isn't a full-fledged guide with a truckload of information on each section but rather, a companion book, that shows you, how in 30 days, you could use your resources effectively, and be ready for the PMP exam and succeed. That too, without having to take even a day off from work! Here's what you get from this book that will oversee your personal journey to PMP certification: 1. Guidance on the necessary tools and resources you need while preparing for the PMP exam and how to use them effectively. 2. Website links to a downloadable weekly calendar with suggested daily and hourly schedules for covering each topic and reviewing them effectively over 30 days 3. Website link to a print-friendly downloadable process chart 4. Key notes for each day that highlights the most important topics for that day. 5. Information on some great free/budget online resources 6. Useful tips for the exam day. 7. Five interviews with successful PMP candidates, from around the globe, with their suggestions on how to conquer the PMP exam.
Product Management Essentials
Author: Aswin Pranam
Publisher: Apress
ISBN: 1484233034
Category : Computers
Languages : en
Pages : 179
Book Description
Gain all of the techniques, teachings, tools, and methodologies required to be an effective first-time product manager. The overarching goal of this book is to help you understand the product manager role, give you concrete examples of what a product manager does, and build the foundational skill-set that will gear you towards a career in product management. To be an effective PM in the tech industry, you need to have a basic understanding of technology. In this book you’ll get your feet wet by exploring the skills a PM needs in their toolset and cover enough ground to make you feel comfortable in a technical discussion. A PM is not expected to have the same level of depth or knowledge as a software engineer, but knowing enough to continue the conversation can be a benefit in your career in product management. A complete product manager will have a 360-degree understanding of user experience and how to craft beautiful products that are easy-to-use, with the end user in mind. You’ll continue your journey with a walk through basic UX principles and even go through the process of building a simple set of UI frames for a mock app. Aside from the technical and design expertise, a PM needs to master the social aspects of the role. Acting as a bridge between engineering, marketing, and other teams can be difficult, and this book will dive into the business and soft skills of product management. After reading Product Management Essentials you will be one of a select few technically-capable PMs who can interface with management, stakeholders, customers, and the engineering team. What You Will Learn Gain the traits of a successful PM from industry PMs, VCs, and other professionals See the day-to-day responsibilities of a PM and how the role differs across tech companies Absorb the technical knowledge necessary to interface with engineers and estimate timelines Design basic mocks, high-fidelity wireframes, and fully polished user interfaces Create core documents and handle business interactions Who This Book Is For Individuals who are eyeing a transition into a PM role or have just entered a PM role at a new organization for the first time. They currently hold positions as a software engineer, marketing manager, UX designer, or data analyst and want to move away from a feature-focused view to a high-level strategic view of the product vision.
Publisher: Apress
ISBN: 1484233034
Category : Computers
Languages : en
Pages : 179
Book Description
Gain all of the techniques, teachings, tools, and methodologies required to be an effective first-time product manager. The overarching goal of this book is to help you understand the product manager role, give you concrete examples of what a product manager does, and build the foundational skill-set that will gear you towards a career in product management. To be an effective PM in the tech industry, you need to have a basic understanding of technology. In this book you’ll get your feet wet by exploring the skills a PM needs in their toolset and cover enough ground to make you feel comfortable in a technical discussion. A PM is not expected to have the same level of depth or knowledge as a software engineer, but knowing enough to continue the conversation can be a benefit in your career in product management. A complete product manager will have a 360-degree understanding of user experience and how to craft beautiful products that are easy-to-use, with the end user in mind. You’ll continue your journey with a walk through basic UX principles and even go through the process of building a simple set of UI frames for a mock app. Aside from the technical and design expertise, a PM needs to master the social aspects of the role. Acting as a bridge between engineering, marketing, and other teams can be difficult, and this book will dive into the business and soft skills of product management. After reading Product Management Essentials you will be one of a select few technically-capable PMs who can interface with management, stakeholders, customers, and the engineering team. What You Will Learn Gain the traits of a successful PM from industry PMs, VCs, and other professionals See the day-to-day responsibilities of a PM and how the role differs across tech companies Absorb the technical knowledge necessary to interface with engineers and estimate timelines Design basic mocks, high-fidelity wireframes, and fully polished user interfaces Create core documents and handle business interactions Who This Book Is For Individuals who are eyeing a transition into a PM role or have just entered a PM role at a new organization for the first time. They currently hold positions as a software engineer, marketing manager, UX designer, or data analyst and want to move away from a feature-focused view to a high-level strategic view of the product vision.
Ask a Manager
Author: Alison Green
Publisher: Ballantine Books
ISBN: 0399181822
Category : Business & Economics
Languages : en
Pages : 306
Book Description
From the creator of the popular website Ask a Manager and New York’s work-advice columnist comes a witty, practical guide to 200 difficult professional conversations—featuring all-new advice! There’s a reason Alison Green has been called “the Dear Abby of the work world.” Ten years as a workplace-advice columnist have taught her that people avoid awkward conversations in the office because they simply don’t know what to say. Thankfully, Green does—and in this incredibly helpful book, she tackles the tough discussions you may need to have during your career. You’ll learn what to say when • coworkers push their work on you—then take credit for it • you accidentally trash-talk someone in an email then hit “reply all” • you’re being micromanaged—or not being managed at all • you catch a colleague in a lie • your boss seems unhappy with your work • your cubemate’s loud speakerphone is making you homicidal • you got drunk at the holiday party Praise for Ask a Manager “A must-read for anyone who works . . . [Alison Green’s] advice boils down to the idea that you should be professional (even when others are not) and that communicating in a straightforward manner with candor and kindness will get you far, no matter where you work.”—Booklist (starred review) “The author’s friendly, warm, no-nonsense writing is a pleasure to read, and her advice can be widely applied to relationships in all areas of readers’ lives. Ideal for anyone new to the job market or new to management, or anyone hoping to improve their work experience.”—Library Journal (starred review) “I am a huge fan of Alison Green’s Ask a Manager column. This book is even better. It teaches us how to deal with many of the most vexing big and little problems in our workplaces—and to do so with grace, confidence, and a sense of humor.”—Robert Sutton, Stanford professor and author of The No Asshole Rule and The Asshole Survival Guide “Ask a Manager is the ultimate playbook for navigating the traditional workforce in a diplomatic but firm way.”—Erin Lowry, author of Broke Millennial: Stop Scraping By and Get Your Financial Life Together
Publisher: Ballantine Books
ISBN: 0399181822
Category : Business & Economics
Languages : en
Pages : 306
Book Description
From the creator of the popular website Ask a Manager and New York’s work-advice columnist comes a witty, practical guide to 200 difficult professional conversations—featuring all-new advice! There’s a reason Alison Green has been called “the Dear Abby of the work world.” Ten years as a workplace-advice columnist have taught her that people avoid awkward conversations in the office because they simply don’t know what to say. Thankfully, Green does—and in this incredibly helpful book, she tackles the tough discussions you may need to have during your career. You’ll learn what to say when • coworkers push their work on you—then take credit for it • you accidentally trash-talk someone in an email then hit “reply all” • you’re being micromanaged—or not being managed at all • you catch a colleague in a lie • your boss seems unhappy with your work • your cubemate’s loud speakerphone is making you homicidal • you got drunk at the holiday party Praise for Ask a Manager “A must-read for anyone who works . . . [Alison Green’s] advice boils down to the idea that you should be professional (even when others are not) and that communicating in a straightforward manner with candor and kindness will get you far, no matter where you work.”—Booklist (starred review) “The author’s friendly, warm, no-nonsense writing is a pleasure to read, and her advice can be widely applied to relationships in all areas of readers’ lives. Ideal for anyone new to the job market or new to management, or anyone hoping to improve their work experience.”—Library Journal (starred review) “I am a huge fan of Alison Green’s Ask a Manager column. This book is even better. It teaches us how to deal with many of the most vexing big and little problems in our workplaces—and to do so with grace, confidence, and a sense of humor.”—Robert Sutton, Stanford professor and author of The No Asshole Rule and The Asshole Survival Guide “Ask a Manager is the ultimate playbook for navigating the traditional workforce in a diplomatic but firm way.”—Erin Lowry, author of Broke Millennial: Stop Scraping By and Get Your Financial Life Together
Introduction to Business
Author: Lawrence J. Gitman
Publisher:
ISBN:
Category : Business & Economics
Languages : en
Pages : 1455
Book Description
Introduction to Business covers the scope and sequence of most introductory business courses. The book provides detailed explanations in the context of core themes such as customer satisfaction, ethics, entrepreneurship, global business, and managing change. Introduction to Business includes hundreds of current business examples from a range of industries and geographic locations, which feature a variety of individuals. The outcome is a balanced approach to the theory and application of business concepts, with attention to the knowledge and skills necessary for student success in this course and beyond. This is an adaptation of Introduction to Business by OpenStax. You can access the textbook as pdf for free at openstax.org. Minor editorial changes were made to ensure a better ebook reading experience. Textbook content produced by OpenStax is licensed under a Creative Commons Attribution 4.0 International License.
Publisher:
ISBN:
Category : Business & Economics
Languages : en
Pages : 1455
Book Description
Introduction to Business covers the scope and sequence of most introductory business courses. The book provides detailed explanations in the context of core themes such as customer satisfaction, ethics, entrepreneurship, global business, and managing change. Introduction to Business includes hundreds of current business examples from a range of industries and geographic locations, which feature a variety of individuals. The outcome is a balanced approach to the theory and application of business concepts, with attention to the knowledge and skills necessary for student success in this course and beyond. This is an adaptation of Introduction to Business by OpenStax. You can access the textbook as pdf for free at openstax.org. Minor editorial changes were made to ensure a better ebook reading experience. Textbook content produced by OpenStax is licensed under a Creative Commons Attribution 4.0 International License.
Data Science from Scratch
Author: Joel Grus
Publisher: "O'Reilly Media, Inc."
ISBN: 1491904399
Category : Computers
Languages : en
Pages : 336
Book Description
Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to dive into the discipline without actually understanding data science. In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out. Get a crash course in Python Learn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data science Collect, explore, clean, munge, and manipulate data Dive into the fundamentals of machine learning Implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering Explore recommender systems, natural language processing, network analysis, MapReduce, and databases
Publisher: "O'Reilly Media, Inc."
ISBN: 1491904399
Category : Computers
Languages : en
Pages : 336
Book Description
Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to dive into the discipline without actually understanding data science. In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out. Get a crash course in Python Learn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data science Collect, explore, clean, munge, and manipulate data Dive into the fundamentals of machine learning Implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering Explore recommender systems, natural language processing, network analysis, MapReduce, and databases